The Linus Brief — June 18, 2026

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# Saved | Long form writing can help improve critical thinking and clarity of th

# Linked to source for further reading | Source provides additional context and justification for the author's argument about long form writing.

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Yann LeCun comments on the progress of LLMs, highlighting that improvements are

This shift in focus suggests a need for collaboration beyond code itself.

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The Burnout Recovery Protocol Mode is a hidden feature that allegedly resets cor

Accessible via 7 specific prompts, more information can be found on the linked tweet. This concept may be worth exploring for managing burnout.

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Summary of Progymnasmata, an ancient writing program that teaches students the p

Originated by Greek rhetorician Aphtonius in the 4th century AD, it provides a structured approach to writing.

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# Retruttide and pancreatic cancer drug show promising results #medicine #health

# Retruttide and pancreatic cancer drug show promising results #medicine #healthcare

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Eddie Jiao, Drew O'Carr, and others have built a prototype that streams pixels d

This concept has potential implications for web development and design.

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Asking a Large Language Model (LLM) to "structure your response as HTML" and vie

This approach also allows for customizing output formats, such as slideshows.

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FMHY is an anonymous website that appears to have been created by accident and h

It's worth noting that the content on such sites can be legally questionable, but the idea itself could be of interest to some users

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Ensure your team reads this checklist before sharing charts, as stated by Anjney

The checklist may provide a useful framework for verifying the accuracy and reliability of AI-generated data visualizations.

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LLMs are about more than just speeding up existing tech.

`menugen`: an app that can be fully engulfed by a Large Language Model

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Andrew Karpathy discusses the importance of data augmentation for deep learning

https://x.com/karpathy/status/2049907410303865030 (Source: Andrew Ng's blog)

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The tweet mentions that one can think about SpaceX and its story from multiple a

It encourages users to dive deeper into the company's history, current achievements, and future plans. This idea could spark further exploration

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Personal knowledge wiki: Karpathy joins Anthropic, joining the frontier of LLMs

Personal knowledge wiki: Karpathy joins Anthropic, joining the frontier of LLMs and looking to revive education research plans.*

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Eric Smith08 mentions using ChatGPT's "external prefrontal cortex" mode as a dai

This highlights a potential strategy for individuals with ADHD or cognitive challenges.

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The tweet provides a list of 50 essential books for children to read before age

The tweet provides a list of 50 essential books for children to read before age 12, offering a curated selection of titles that can be used as a resource for parents or educators looking for engaging and educational reads.

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A developer is sharing their pre-launch checklist for building AI applications,

This checklist highlights the importance of addressing key legal and ethical concerns before launching a product.

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The tweet mentions an example of personalization through a self-curated wiki cal

This approach allows for explicit control over one's knowledge and can be more effective than relying on AI models that learn from user interactions.

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Source: https://x.com/karpathy/status/1617979122625712128

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Found a Notion template design by Designer Tom on Twitter that looks very useful

The tweet includes a link to the original status update. This might be saved as an inspiration or resource for personal project management.

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Increase government visibility and accountability by leveraging AI for transpare

Historically, the state has been responsible for making society legible, but now citizens can use AI to do the same.

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There is a growing gap in understanding of AI capability due to recency and tier

There is a growing gap in understanding of AI capability due to recency and tier of use, which may be influenced by people trying the free tier of ChatGPT last year.

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Miles Deutscher shares his experience of using Claude as a 24/7 personal assista

The idea involves leveraging a custom-built system (Claude) for task management, finances, calendar, and journaling.

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# Claude Fable 5 is a significant improvement over Mythos, with added safeguards

# Claude Fable 5 is a significant improvement over Mythos, with added safeguards and superior performance on the benchmark tests, making it a major version bump-worthy step change forward.

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The user community and Markdown format on GitHub Gists are key factors contribut

The tweet suggests gisting more as a way to tap into this success. Karpathy's comment can be seen as an inspiration for others.

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The OpenClaw moment may have been significant because it was one of the first ti

This highlights a shift in how AI is perceived and understood by the general public. It also suggests that these model

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A new AI model called "talkie" is introduced, trained on pre-1931 text and based

This model is believed to provide insights into how large language models (LMs) generalize by mimicking older language patterns. The goal of the project appears to be exploring the potential for teaching such vintage

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The user is expressing their interest in seeing two horror novels adapted into f

This could be useful for fans of the genre and anyone interested in adaptations of popular books. It might also spark discussions about which novels would make good adaptations.

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Claude is a tool that can erase digital history, clean up old accounts, remove b

The tool uses step-by-step powerful mega prompts for effective management of digital presence.